MushroomRL: Simplifying Reinforcement Learning Research

4 January 2020

Jan Peters

Papers citing "MushroomRL: Simplifying Reinforcement Learning Research"

21 / 21 papers shown

Title
Double Successive Over-Relaxation Q-Learning with an Extension to Deep Reinforcement Learning Shreyas S R OffRL OnRL 36 0 0 10 Sep 2024
Sharing Knowledge in Multi-Task Deep Reinforcement Learning Carlo DÉramo Davide Tateo Andrea Bonarini Marcello Restelli Jan Peters 59 125 0 17 Jan 2024
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library Wenzhang Liu Wenzhe Cai Kun Jiang Guangran Cheng Yuanda Wang Changyin Sun Jingyu Cao Lele Xu Chaoxu Mu Changyin Sun 39 4 0 25 Dec 2023
Similarity-based Knowledge Transfer for Cross-Domain Reinforcement Learning Sergio A. Serrano J. Martínez-Carranza L. Sucar 35 2 0 05 Dec 2023
EduGym: An Environment and Notebook Suite for Reinforcement Learning Education Thomas M. Moerland Matthias Muller-Brockhausen Zhao Yang Andrius Bernatavicius Koen Ponse Tom Kouwenhoven Andreas Sauter Michiel van der Meer Bram M. Renting Aske Plaat OffRL 35 0 0 17 Nov 2023
Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula Aryaman Reddi Maximilian Tölle Jan Peters Georgia Chalvatzaki Carlo DÉramo 45 4 0 03 Nov 2023
Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies Hanna Ziesche Leonel Rozo 26 5 0 17 May 2023
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 54 20 0 16 Nov 2022
ARLO: A Framework for Automated Reinforcement Learning Marco Mussi Davide Lombarda Alberto Maria Metelli F. Trovò Marcello Restelli OffRL 41 4 0 20 May 2022
A2C is a special case of PPO Shengyi Huang Anssi Kanervisto Antonin Raffin Weixun Wang Santiago Ontañón Rousslan Fernand Julien Dossa OffRL 36 25 0 18 May 2022
Dimensionality Reduction and Prioritized Exploration for Policy Search Marius Memmel Puze Liu Davide Tateo Jan Peters 23 3 0 09 Mar 2022
Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery Niklas Funk Svenja Menzenbach Georgia Chalvatzaki Jan Peters 39 13 0 08 Mar 2022
Robot Learning of Mobile Manipulation with Reachability Behavior Priors Snehal Jauhri Jan Peters Georgia Chalvatzaki 18 45 0 08 Mar 2022
CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms Shengyi Huang Rousslan Fernand Julien Dossa Chang Ye Jeff Braga OffRL 16 0 0 16 Nov 2021
d3rlpy: An Offline Deep Reinforcement Learning Library Takuma Seno M. Imai OffRL GP 65 100 0 06 Nov 2021
Continuous-Time Fitted Value Iteration for Robust Policies M. Lutter Boris Belousov Shie Mannor Dieter Fox Animesh Garg Jan Peters 10 9 0 05 Oct 2021
Tianshou: a Highly Modularized Deep Reinforcement Learning Library Jiayi Weng Huayu Chen Dong Yan Kaichao You Alexis Duburcq Minghao Zhang Yi Su Hang Su Jun Zhu NoLa OffRL 41 195 0 29 Jul 2021
Composable Energy Policies for Reactive Motion Generation and Reinforcement Learning Julen Urain Anqi Li Puze Liu Carlo DÉramo Jan Peters 33 26 0 11 May 2021
Sim-Env: Decoupling OpenAI Gym Environments from Simulation Models Andreas Schuderer Stefano Bromuri M. V. Eekelen AI4CE 13 2 0 19 Feb 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 60 73 0 01 Jan 2021
Robust Reinforcement Learning using Least Squares Policy Iteration with Provable Performance Guarantees Kishan Panaganti D. Kalathil 16 4 0 20 Jun 2020